Token saving guide

Save LLM tokens: 7 strategies that work

Saving LLM tokens doesn't mean sacrificing quality. Here are 7 proven ways to cut token usage.

By Arjun Shah - Creator of SuperCompress - Updated 2026-07-03

1. Prompt compression (highest impact)

pip install supercompress
from supercompress import Compressor
comp = Compressor()
result = comp.compress(long_context, query)

Frequently asked questions

What's the fastest way to save tokens?

Install prompt compression. It saves 60-85% on every call.

Does saving tokens reduce quality?

Not when done with query-aware compression.

Try it yourself

Paste your long prompt into the playground, ask a question, and see what SuperCompress keeps and removes. Free, no signup needed.

Open the Playground See benchmarks